Job Role Prediction

This project is a machine learning-based job role prediction system that analyzes resumes and predicts the most suitable job role.

Features

• Uses NLP techniques to process resume data
• Trained machine learning model for job role classification
• Deployable as a Streamlit web application

Installation

1. Clone the repository:

   git clone https://github.com/yourusername/Job_Role_Prediction.git
   cd Job_Role_Prediction

2. Install dependencies:

   pip install -r requirements.txt

Usage

Run the Streamlit app:

streamlit run app.py

File Structure

Job_Role_Prediction/
│── app.py                # Streamlit application
│── resume_classifier.pkl  # Trained ML model
│── requirements.txt       # Dependencies
│── data/                 # Dataset files
│── models/               # Trained models
│── notebooks/            # Jupyter notebooks for experiments

Troubleshooting

If you encounter a KeyError when loading resume_classifier.pkl, ensure:

• The file is correctly placed in the project directory.

• Your Python and library versions match the environment where the model was trained.

• To use the app click here https://job-role-prediction.streamlit.app/

Author

Developed by: CH TEJA YADAV
📧 Email: tejayadavch@gmail.com
💻 GitHub: https://github.com/chtejayadav

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